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Collections including paper arxiv:2309.16588

about 8 hours ago

BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 106
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 78
In-Context Learning Creates Task Vectors

Paper • 2310.15916 • Published Oct 24, 2023 • 44
Matryoshka Diffusion Models

Paper • 2310.15111 • Published Oct 23, 2023 • 45

The GAN is dead; long live the GAN! A Modern GAN Baseline

Paper • 2501.05441 • Published Jan 9, 2025 • 95
PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity

Paper • 2503.07677 • Published Mar 10, 2025 • 86
OmniPaint: Mastering Object-Oriented Editing via Disentangled Insertion-Removal Inpainting

Paper • 2503.08677 • Published Mar 11, 2025 • 29
Alias-Free Latent Diffusion Models:Improving Fractional Shift Equivariance of Diffusion Latent Space

Paper • 2503.09419 • Published Mar 12, 2025 • 6

Paper - Multimodal

Paper related to Multimodal Model - Research for a : Modular, Multimodal, Multi-Stream, Mixture of Expert, Universal Transformer, Matryoshka embedding

Flowing from Words to Pixels: A Framework for Cross-Modality Evolution

Paper • 2412.15213 • Published Dec 19, 2024 • 28
No More Adam: Learning Rate Scaling at Initialization is All You Need

Paper • 2412.11768 • Published Dec 16, 2024 • 43
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 161
Autoregressive Video Generation without Vector Quantization

Paper • 2412.14169 • Published Dec 18, 2024 • 14

Order Matters in the Presence of Dataset Imbalance for Multilingual Learning

Paper • 2312.06134 • Published Dec 11, 2023 • 3
Efficient Monotonic Multihead Attention

Paper • 2312.04515 • Published Dec 7, 2023 • 8
Contrastive Decoding Improves Reasoning in Large Language Models

Paper • 2309.09117 • Published Sep 17, 2023 • 40
Exploring Format Consistency for Instruction Tuning

Paper • 2307.15504 • Published Jul 28, 2023 • 8

Papers - Observability and Interpretability

JoMA: Demystifying Multilayer Transformers via JOint Dynamics of MLP and Attention

Paper • 2310.00535 • Published Oct 1, 2023 • 2
Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small

Paper • 2211.00593 • Published Nov 1, 2022 • 2
Rethinking Interpretability in the Era of Large Language Models

Paper • 2402.01761 • Published Jan 30, 2024 • 23
Does Circuit Analysis Interpretability Scale? Evidence from Multiple Choice Capabilities in Chinchilla

Paper • 2307.09458 • Published Jul 18, 2023 • 12

Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance

Paper • 2502.08127 • Published Feb 12, 2025 • 59
Vision Transformers Need Registers

Paper • 2309.16588 • Published Sep 28, 2023 • 86
HiScene: Creating Hierarchical 3D Scenes with Isometric View Generation

Paper • 2504.13072 • Published Apr 17, 2025 • 13
What are you sinking? A geometric approach on attention sink

Paper • 2508.02546 • Published Aug 4, 2025 • 1

Vision Transformers Need Registers

Paper • 2309.16588 • Published Sep 28, 2023 • 86

Vision Transformers Need Registers

Paper • 2309.16588 • Published Sep 28, 2023 • 86

Applied Machine Learning Papers

Reading List (Mainly Focused of VLM's and Diffusion Models)

Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 18
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Paper • 2311.15127 • Published Nov 25, 2023 • 15
Learning Transferable Visual Models From Natural Language Supervision

Paper • 2103.00020 • Published Feb 26, 2021 • 19
U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 18

FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation

Paper • 2403.06775 • Published Mar 11, 2024 • 4
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Paper • 2010.11929 • Published Oct 22, 2020 • 15
Data Incubation -- Synthesizing Missing Data for Handwriting Recognition

Paper • 2110.07040 • Published Oct 13, 2021 • 2
A Mixture of Expert Approach for Low-Cost Customization of Deep Neural Networks

Paper • 1811.00056 • Published Oct 31, 2018 • 2

about 8 hours ago

BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 106
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection

Paper • 2310.11511 • Published Oct 17, 2023 • 78
In-Context Learning Creates Task Vectors

Paper • 2310.15916 • Published Oct 24, 2023 • 44
Matryoshka Diffusion Models

Paper • 2310.15111 • Published Oct 23, 2023 • 45

Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance

Paper • 2502.08127 • Published Feb 12, 2025 • 59
Vision Transformers Need Registers

Paper • 2309.16588 • Published Sep 28, 2023 • 86
HiScene: Creating Hierarchical 3D Scenes with Isometric View Generation

Paper • 2504.13072 • Published Apr 17, 2025 • 13
What are you sinking? A geometric approach on attention sink

Paper • 2508.02546 • Published Aug 4, 2025 • 1

The GAN is dead; long live the GAN! A Modern GAN Baseline

Paper • 2501.05441 • Published Jan 9, 2025 • 95
PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity

Paper • 2503.07677 • Published Mar 10, 2025 • 86
OmniPaint: Mastering Object-Oriented Editing via Disentangled Insertion-Removal Inpainting

Paper • 2503.08677 • Published Mar 11, 2025 • 29
Alias-Free Latent Diffusion Models:Improving Fractional Shift Equivariance of Diffusion Latent Space

Paper • 2503.09419 • Published Mar 12, 2025 • 6

Vision Transformers Need Registers

Paper • 2309.16588 • Published Sep 28, 2023 • 86

Paper - Multimodal

Paper related to Multimodal Model - Research for a : Modular, Multimodal, Multi-Stream, Mixture of Expert, Universal Transformer, Matryoshka embedding

Flowing from Words to Pixels: A Framework for Cross-Modality Evolution

Paper • 2412.15213 • Published Dec 19, 2024 • 28
No More Adam: Learning Rate Scaling at Initialization is All You Need

Paper • 2412.11768 • Published Dec 16, 2024 • 43
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 161
Autoregressive Video Generation without Vector Quantization

Paper • 2412.14169 • Published Dec 18, 2024 • 14

Vision Transformers Need Registers

Paper • 2309.16588 • Published Sep 28, 2023 • 86

Order Matters in the Presence of Dataset Imbalance for Multilingual Learning

Paper • 2312.06134 • Published Dec 11, 2023 • 3
Efficient Monotonic Multihead Attention

Paper • 2312.04515 • Published Dec 7, 2023 • 8
Contrastive Decoding Improves Reasoning in Large Language Models

Paper • 2309.09117 • Published Sep 17, 2023 • 40
Exploring Format Consistency for Instruction Tuning

Paper • 2307.15504 • Published Jul 28, 2023 • 8

Applied Machine Learning Papers

Reading List (Mainly Focused of VLM's and Diffusion Models)

Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 18
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Paper • 2311.15127 • Published Nov 25, 2023 • 15
Learning Transferable Visual Models From Natural Language Supervision

Paper • 2103.00020 • Published Feb 26, 2021 • 19
U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 18

Papers - Observability and Interpretability

JoMA: Demystifying Multilayer Transformers via JOint Dynamics of MLP and Attention

Paper • 2310.00535 • Published Oct 1, 2023 • 2
Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small

Paper • 2211.00593 • Published Nov 1, 2022 • 2
Rethinking Interpretability in the Era of Large Language Models

Paper • 2402.01761 • Published Jan 30, 2024 • 23
Does Circuit Analysis Interpretability Scale? Evidence from Multiple Choice Capabilities in Chinchilla

Paper • 2307.09458 • Published Jul 18, 2023 • 12

FaceChain-SuDe: Building Derived Class to Inherit Category Attributes for One-shot Subject-Driven Generation

Paper • 2403.06775 • Published Mar 11, 2024 • 4
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Paper • 2010.11929 • Published Oct 22, 2020 • 15
Data Incubation -- Synthesizing Missing Data for Handwriting Recognition

Paper • 2110.07040 • Published Oct 13, 2021 • 2
A Mixture of Expert Approach for Low-Cost Customization of Deep Neural Networks

Paper • 1811.00056 • Published Oct 31, 2018 • 2

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